avisoori-databricks Goto Github PK

anomaly_detection_using_databricks

clip_image_search_v2

Image search using CLIP

codealpaca

cv_nlp_workshop

CV and NLP Workshop

dais23_monetizing_data_assets

Repo with code from the talk titled Monetizing Data Assets: Sharing Data, Models and Features from DAIS 23

daiwt-mlops

databricks-automl-sql-streaming-ml-on-the-lakehouse-

Code for the blog titled Databricks AutoML + SQL = Streaming ML on the Lakehouse!

databricks-llm-fine-tuning

databricks_image_recommender

The repository associated with the blog titled "Building a Similarity Based Image Recommender for Retail"

databricks_ml_e2e

A few notebooks that show the machine learning life cycle in Databricks

databricksrecipeai

databricksrecipeai_2

React frontend test for recipe app

delta_workflows_workshop

Delta and Databricks Workflows workshop

e2e_ml_demo

demo repo for dsml at Databricks

finetuning-guide

Code for finetuning openllama models on instruction following datasets with QLoRA

llm_based_recommender

A simple recommendation system using an instruction following Large language model and retrieval augmented generation

llm_for_recsys

Instruction-following Large Language Models for recommendation systems

ml_intro_workshop

Introductory Workshop on ML on Databricks

ml_workshop_assets

This repository contains assets to follow a 2.5 hour ML Workshop

mlflow101

A no-nonsense demo of MLflow on Databricks

nrf-product-search

NRF Product Search

presentation_pics

retail_multi-modal_food_recipe_finder

Deep learning based food recipe finder leveraging Mlflow, Databricks serving v2, Sentence-Transformers and a multi-modal CLIP-ViT Transformer Model

stanford_alpaca-replit

Modified Stanford-Alpaca Trainer for Training Replit's Code Model

structured_rag_text2sql

structured RAG on databricks

text-to-insights

A repo that shows end-to-end instructions for using large language models, vector databases and resource efficient fine-tuning techniques to go from text to sql to insights

tinycoder

Code to train TinyCoder-1B-Instruct

visual-llama

Open LLaMA Eyes to See the World